/tmp/ipykernel_4678/4293058459.py:21: FutureWarning: The `inplace` parameter in pandas.Categorical.reorder_categories is deprecated and will be removed in a future version. Reordering categories will always return a new Categorical object.
RDF/XML Syntax 28 Turtle 26 unknown 2 OWL/XML Syntax 1 Name: syntax, dtype: int64
| count | mean | std | min | 25% | 50% | 75% | max | |
|---|---|---|---|---|---|---|---|---|
| AnnotationAssertion | 54 | 6070.017544 | 20526.953349 | 0.0 | 159.0 | 1234.0 | 2777.0 | 124680.0 |
| Declaration | 54 | 1195.666667 | 3306.077755 | 0.0 | 90.0 | 410.0 | 885.0 | 22818.0 |
| SubClassOf | 52 | 1535.473684 | 4469.689347 | 0.0 | 21.0 | 344.0 | 1108.0 | 24611.0 |
| ObjectPropertyRange | 49 | 33.122807 | 33.632505 | 0.0 | 12.0 | 25.0 | 41.0 | 144.0 |
| ObjectPropertyDomain | 48 | 30.894737 | 33.359344 | 0.0 | 8.0 | 22.0 | 41.0 | 133.0 |
| DataPropertyRange | 43 | 12.298246 | 18.738773 | 0.0 | 1.0 | 5.0 | 16.0 | 97.0 |
| SubObjectPropertyOf | 42 | 51.228070 | 68.225995 | 0.0 | 0.0 | 26.0 | 64.0 | 284.0 |
| InverseObjectProperties | 40 | 11.859649 | 26.011974 | 0.0 | 0.0 | 2.0 | 11.0 | 126.0 |
| DataPropertyDomain | 39 | 11.877193 | 32.887291 | 0.0 | 0.0 | 2.0 | 6.0 | 235.0 |
| DisjointClasses | 39 | 235.315789 | 1624.432903 | 0.0 | 0.0 | 3.0 | 20.0 | 12277.0 |
| ClassAssertion | 37 | 128.491228 | 376.786702 | 0.0 | 0.0 | 3.0 | 26.0 | 1952.0 |
| EquivalentClasses | 34 | 156.824561 | 812.631772 | 0.0 | 0.0 | 3.0 | 66.0 | 6147.0 |
| TransitiveObjectProperty | 31 | 4.122807 | 6.606464 | 0.0 | 0.0 | 1.0 | 6.0 | 32.0 |
| SubDataPropertyOf | 27 | 6.543860 | 11.986704 | 0.0 | 0.0 | 0.0 | 10.0 | 63.0 |
| SubAnnotationPropertyOf | 27 | 13.000000 | 33.803529 | 0.0 | 0.0 | 0.0 | 14.0 | 228.0 |
| FunctionalObjectProperty | 24 | 2.578947 | 4.212852 | 0.0 | 0.0 | 0.0 | 4.0 | 17.0 |
| FunctionalDataProperty | 23 | 1.842105 | 4.039048 | 0.0 | 0.0 | 0.0 | 2.0 | 22.0 |
| InverseFunctionalObjectProperty | 21 | 1.736842 | 3.142601 | 0.0 | 0.0 | 0.0 | 1.0 | 12.0 |
| IrrefexiveObjectProperty | 19 | 3.228070 | 6.267882 | 0.0 | 0.0 | 0.0 | 1.0 | 22.0 |
| SymmetricObjectProperty | 19 | 3.245614 | 6.285700 | 0.0 | 0.0 | 0.0 | 6.0 | 35.0 |
| AnnotationPropertyRangeOf | 18 | 5.754386 | 18.675118 | 0.0 | 0.0 | 0.0 | 2.0 | 134.0 |
| AsymmetricObjectProperty | 17 | 2.649123 | 5.400037 | 0.0 | 0.0 | 0.0 | 1.0 | 20.0 |
| ObjectPropertyAssertion | 16 | 263.017544 | 1378.789978 | 0.0 | 0.0 | 0.0 | 2.0 | 10226.0 |
| DataPropertyAssertion | 14 | 109.456140 | 504.394477 | 0.0 | 0.0 | 0.0 | 0.0 | 3617.0 |
| DisjointUnion | 12 | 5.719298 | 17.359389 | 0.0 | 0.0 | 0.0 | 0.0 | 116.0 |
| SubPropertyChainOf | 10 | 3.175439 | 16.132402 | 0.0 | 0.0 | 0.0 | 0.0 | 120.0 |
| ReflexiveObjectProperty | 8 | 0.175439 | 0.504367 | 0.0 | 0.0 | 0.0 | 0.0 | 3.0 |
| AnnotationPropertyDomain | 7 | 0.228070 | 0.866387 | 0.0 | 0.0 | 0.0 | 0.0 | 6.0 |
| DifferentIndividuals | 6 | 0.333333 | 1.185227 | 0.0 | 0.0 | 0.0 | 0.0 | 6.0 |
| EquivalentObjectProperties | 6 | 1.122807 | 4.993103 | 0.0 | 0.0 | 0.0 | 0.0 | 36.0 |
| DisjointObjectProperties | 5 | 0.350877 | 1.395032 | 0.0 | 0.0 | 0.0 | 0.0 | 8.0 |
| SameIndividual | 3 | 0.543860 | 2.570924 | 0.0 | 0.0 | 0.0 | 0.0 | 17.0 |
| Rule | 3 | 0.649123 | 3.487177 | 0.0 | 0.0 | 0.0 | 0.0 | 25.0 |
| EquivalentDataProperties | 3 | 0.333333 | 1.550729 | 0.0 | 0.0 | 0.0 | 0.0 | 10.0 |
| NegativeObjectPropertyAssertion | 2 | 0.035088 | 0.185637 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 |
| DatatypeDefinition | 2 | 0.350877 | 2.517732 | 0.0 | 0.0 | 0.0 | 0.0 | 19.0 |
| count | mean | std | min | 25% | 50% | 75% | max | |
|---|---|---|---|---|---|---|---|---|
| Class | 55 | 5265.649123 | 14254.202996 | 0.0 | 197.0 | 1218.0 | 4302.0 | 78469.0 |
| ObjectUnionOf | 38 | 14.912281 | 22.530361 | 0.0 | 0.0 | 5.0 | 13.0 | 88.0 |
| ObjectAllValuesFrom | 34 | 27.964912 | 60.584936 | 0.0 | 0.0 | 5.0 | 38.0 | 400.0 |
| ObjectSomeValuesFrom | 32 | 427.754386 | 2202.226919 | 0.0 | 0.0 | 6.0 | 118.0 | 16614.0 |
| ObjectIntersectionOf | 30 | 139.473684 | 823.835349 | 0.0 | 0.0 | 1.0 | 19.0 | 6217.0 |
| ObjectExactCardinality | 29 | 9.719298 | 26.140250 | 0.0 | 0.0 | 1.0 | 5.0 | 115.0 |
| DataExactCardinality | 21 | 2.298246 | 4.148859 | 0.0 | 0.0 | 0.0 | 3.0 | 18.0 |
| DataHasValue | 19 | 30.175439 | 77.090884 | 0.0 | 0.0 | 0.0 | 8.0 | 494.0 |
| DataAllValuesFrom | 17 | 0.947368 | 1.816797 | 0.0 | 0.0 | 0.0 | 1.0 | 8.0 |
| ObjectComplementOf | 16 | 5.087719 | 23.892827 | 0.0 | 0.0 | 0.0 | 1.0 | 179.0 |
| ObjectHasValue | 15 | 9.368421 | 32.860980 | 0.0 | 0.0 | 0.0 | 1.0 | 189.0 |
| ObjectMinCardinality | 14 | 1.438596 | 4.301235 | 0.0 | 0.0 | 0.0 | 0.0 | 28.0 |
| DataSomeValuesFrom | 13 | 1.385965 | 3.347464 | 0.0 | 0.0 | 0.0 | 0.0 | 17.0 |
| ObjectOneOf | 11 | 13.105263 | 54.673604 | 0.0 | 0.0 | 0.0 | 0.0 | 272.0 |
| ObjectMaxCardinality | 9 | 16.526316 | 118.373517 | 0.0 | 0.0 | 0.0 | 0.0 | 894.0 |
| DataMaxCardinality | 5 | 1.578947 | 8.387804 | 0.0 | 0.0 | 0.0 | 0.0 | 61.0 |
| DataMinCardinality | 4 | 0.298246 | 1.860923 | 0.0 | 0.0 | 0.0 | 0.0 | 14.0 |
| ObjectHasSelf | 1 | 0.017544 | 0.132453 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 |
| ontology | score | score_dash | score_impact | |
|---|---|---|---|---|
| 35 | PATO | 0.348 | 0.556 | 0.140 |
| 17 | FOAF | 0.342 | 0.333 | 0.351 |
| 30 | OBO | 0.338 | 0.571 | 0.105 |
| 37 | PROVO | 0.304 | 0.504 | 0.105 |
| 19 | IAO | 0.300 | 0.600 | 0.000 |
| 31 | OEO | 0.285 | 0.571 | 0.000 |
| 49 | enanomapper | 0.285 | 0.571 | 0.000 |
| 22 | MDO | 0.285 | 0.571 | 0.000 |
| 0 | AMONTOLOGY | 0.285 | 0.571 | 0.000 |
| 8 | EMMO | 0.275 | 0.549 | 0.000 |
| 4 | CHAMEO | 0.275 | 0.549 | 0.000 |
| 10 | EMMO_BattINFO | 0.275 | 0.549 | 0.000 |
| 13 | EMMO_crystallography | 0.275 | 0.549 | 0.000 |
| 38 | QUDT | 0.275 | 0.549 | 0.000 |
| 15 | EMMO_mechanical_testing | 0.264 | 0.527 | 0.000 |
| 2 | BWMD-MID | 0.252 | 0.504 | 0.000 |
| 3 | CCO | 0.252 | 0.504 | 0.000 |
| 1 | BWMD-DOMAIN | 0.252 | 0.504 | 0.000 |
| 41 | SEMMD | 0.252 | 0.504 | 0.000 |
| 14 | EMMO_mappings | 0.252 | 0.504 | 0.000 |
| 12 | EMMO_atomistic | 0.252 | 0.504 | 0.000 |
| 40 | SAREF | 0.241 | 0.482 | 0.000 |
| 50 | m4i | 0.241 | 0.482 | 0.000 |
| 32 | OM | 0.234 | 0.467 | 0.000 |
| 44 | SP | 0.234 | 0.467 | 0.000 |
| 16 | EMMO_microstructure | 0.234 | 0.467 | 0.000 |
| 43 | SO | 0.234 | 0.467 | 0.000 |
| 21 | MAMBO | 0.234 | 0.467 | 0.000 |
| 6 | DEB | 0.234 | 0.467 | 0.000 |
| 46 | UO | 0.234 | 0.467 | 0.000 |
| 27 | NPO | 0.234 | 0.467 | 0.000 |
| 29 | OA | 0.222 | 0.444 | 0.000 |
| 52 | mvc | 0.222 | 0.444 | 0.000 |
| 7 | DISO | 0.222 | 0.444 | 0.000 |
| 5 | CIF | 0.222 | 0.444 | 0.000 |
| 26 | MaterialsMine | 0.222 | 0.444 | 0.000 |
| 36 | PMD | 0.222 | 0.444 | 0.000 |
| 25 | MatOnto | 0.222 | 0.444 | 0.000 |
| 9 | EMMO_BVC | 0.222 | 0.444 | 0.000 |
| 28 | NanoMine | 0.222 | 0.444 | 0.000 |
| 24 | MSEO | 0.222 | 0.444 | 0.000 |
| 18 | GPO | 0.222 | 0.444 | 0.000 |
| 20 | LPBFO | 0.219 | 0.438 | 0.000 |
| 23 | MOL_TENSILE | 0.208 | 0.416 | 0.000 |
| 54 | opmw | 0.200 | 0.400 | 0.000 |
| 47 | WILD | 0.200 | 0.400 | 0.000 |
| 34 | P-Plan | 0.200 | 0.400 | 0.000 |
| 55 | periodictable | 0.200 | 0.400 | 0.000 |
| 42 | SKOS_MDO | 0.200 | 0.400 | 0.000 |
| 45 | SSN | 0.189 | 0.378 | 0.000 |
| 33 | OSMO | 0.189 | 0.378 | 0.000 |
| 39 | QUDV | 0.167 | 0.333 | 0.000 |
| 51 | matinfo | 0.167 | 0.333 | 0.000 |
| 53 | ontorule | 0.155 | 0.311 | 0.000 |
| 56 | ssos | 0.155 | 0.311 | 0.000 |
| 11 | EMMO_Datamodel | 0.000 | 0.000 | 0.000 |
| 48 | bmo | 0.000 | 0.000 | 0.000 |
| count | mean | std | min | 25% | 50% | 75% | max | |
|---|---|---|---|---|---|---|---|---|
| score | 57.0 | 0.231018 | 0.061130 | 0.0 | 0.219 | 0.234 | 0.264 | 0.348 |
| score_dash | 57.0 | 0.449579 | 0.111476 | 0.0 | 0.416 | 0.467 | 0.504 | 0.600 |
| score_impact | 57.0 | 0.012298 | 0.052819 | 0.0 | 0.000 | 0.000 | 0.000 | 0.351 |